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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Null Talisman | 5 | 29.41% | 100.0 | 80.00% | +55.00% | +20.00% | -80.00% | 0.00% | 02:17 | -01:30 | -01:30 | 02:01 | 03:08 | 06:07 | 04:38 | 03:25 |
 | Octarine Core | 2 | 11.76% | 95.8 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 31:36 | 28:28 | 28:28 | 34:44 | 34:44 | 34:44 | 06:16 | 04:38 |
 | Tranquil Boots | 7 | 41.18% | 91.7 | 57.14% | +27.14% | -7.14% | +42.86% | 7.16% | 10:38 | 05:13 | 05:16 | 11:17 | 12:15 | 20:09 | 06:59 | 05:10 |
 | Blink Dagger | 17 | 100.00% | 87.5 | 41.18% | +41.18% | +8.82% | -16.18% | -4.32% | 22:40 | 15:06 | 19:18 | 23:19 | 25:05 | 29:14 | 05:47 | 04:17 |
 | Boots of Speed | 17 | 100.00% | 83.3 | 41.18% | +41.18% | -16.18% | -41.18% | -25.00% | 03:27 | 02:09 | 02:49 | 03:27 | 03:41 | 05:13 | 00:52 | 00:38 |
 | Magic Stick | 14 | 82.35% | 79.2 | 42.86% | +9.53% | +32.14% | -9.53% | -15.15% | 04:30 | -01:29 | 02:29 | 04:08 | 05:14 | 10:40 | 02:45 | 02:02 |
 | Magic Wand | 14 | 82.35% | 75.0 | 42.86% | +9.53% | +7.14% | -9.53% | -3.62% | 06:42 | -01:29 | 05:41 | 05:58 | 10:17 | 12:20 | 04:36 | 03:24 |
 | Void Stone | 11 | 64.71% | 70.8 | 45.45% | +12.12% | +21.22% | -45.45% | -10.26% | 30:21 | 16:51 | 26:49 | 31:58 | 33:19 | 41:14 | 06:30 | 04:48 |
 | Black King Bar | 15 | 88.24% | 66.7 | 40.00% | -10.00% | +35.00% | +10.00% | -5.34% | 21:57 | 15:41 | 18:37 | 20:33 | 23:18 | 32:35 | 04:41 | 03:28 |
 | Drum of Endurance | 8 | 47.06% | 62.5 | 50.00% | +16.67% | +50.00% | 0.00% | -50.00% | 10:25 | 07:23 | 10:07 | 10:26 | 10:51 | 11:55 | 00:44 | 00:32 |
 | Wind Lace | 13 | 76.47% | 58.3 | 38.46% | -11.54% | -5.13% | -5.13% | 0.00% | 06:36 | 04:36 | 04:59 | 06:37 | 07:23 | 10:17 | 02:24 | 01:46 |
 | Aether Lens | 9 | 52.94% | 54.2 | 44.44% | +6.94% | +55.56% | -44.44% | -9.52% | 31:10 | 16:51 | 24:48 | 30:11 | 35:18 | 46:45 | 10:30 | 07:46 |
 | Force Staff | 1 | 5.88% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 5.88% | 45.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:08 | 39:08 | 39:08 | 39:08 | 39:08 | 39:08 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 5.88% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 00:00 | 00:00 |
 | Ring of Health | 5 | 29.41% | 37.5 | 40.00% | -1.67% | +60.00% | +60.00% | 0.00% | 37:16 | 32:25 | 32:25 | 34:00 | 41:14 | 45:20 | 08:49 | 06:31 |
 | Boots of Bearing | 5 | 29.41% | 33.3 | 40.00% | -1.67% | -40.00% | +60.00% | 0.00% | 19:10 | 15:08 | 15:08 | 20:09 | 20:58 | 23:26 | 05:50 | 04:19 |
 | Bottle | 12 | 70.59% | 29.2 | 25.00% | -55.00% | +8.33% | +8.33% | 0.00% | 01:41 | 00:54 | 01:21 | 01:34 | 01:48 | 02:47 | 00:27 | 00:20 |
 | Chainmail | 2 | 11.76% | 25.0 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 31:53 | 31:52 | 31:52 | 31:54 | 31:54 | 31:54 | 00:02 | 00:01 |
 | Witch Blade | 2 | 11.76% | 20.8 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 31:54 | 31:52 | 31:52 | 31:55 | 31:55 | 31:55 | 00:03 | 00:02 |
 | Aghanim's Shard | 2 | 11.76% | 16.7 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 27:09 | 26:03 | 26:03 | 28:14 | 28:14 | 28:14 | 02:11 | 01:37 |
 | Refresher Orb | 4 | 23.53% | 12.5 | 25.00% | -21.15% | -25.00% | +75.00% | 0.00% | 40:19 | 35:44 | 35:44 | 36:16 | 43:56 | 45:20 | 08:12 | 06:04 |
 | Ring of Basilius | 1 | 5.88% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:47 | 06:47 | 06:47 | 06:47 | 06:47 | 06:47 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 5.88% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 00:00 | 00:00 |